Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-02 1.174834 1.431359 1.759170 2.221288 2.878071 3.816566 5.340720
2025-03-09 0.829470 1.107144 1.516443 2.206937 3.450580 5.889274 12.210974
2025-03-16 0.642887 0.903846 1.322445 2.115125 3.807477 8.135928 26.862405
2025-03-23 0.556262 0.817012 1.267070 2.215033 4.617723 13.015859 99.525717
2025-03-30 0.486314 0.736868 1.193057 2.235759 5.285540 19.778796 756.157997
2025-04-06 0.426956 0.661248 1.104444 2.180936 5.709928 28.038796 NaN
2025-04-13 0.382275 0.603152 1.034941 2.141879 6.182001 41.240849 NaN
2025-04-20 0.362783 0.587525 1.047951 2.326322 7.861258 99.322314 NaN
2025-04-27 0.341108 0.563755 1.037131 2.440690 9.524263 282.072970 NaN
2025-05-04 0.316056 0.529437 0.994559 2.437795 10.600221 854.660531 NaN
2025-05-11 0.290480 0.490732 0.934187 2.351268 11.011673 2722.463126 NaN
2025-05-18 0.274728 0.470277 0.914181 2.401099 12.761526 NaN NaN
2025-05-25 0.262596 0.456435 0.909429 2.515481 15.796756 NaN NaN
2025-06-01 0.247540 0.434638 0.880451 2.523820 17.955119 NaN NaN
2025-06-08 0.230237 0.406142 0.829069 2.416874 18.292686 NaN NaN
2025-06-15 0.222226 0.397229 0.828946 2.538679 23.335013 NaN NaN
2025-06-22 0.212026 0.382298 0.809550 2.563989 27.240530 NaN NaN
2025-06-29 0.200314 0.362838 0.774348 2.497425 28.831785 NaN NaN
2025-07-06 0.190203 0.346195 0.744974 2.450079 31.059340 NaN NaN
2025-07-13 0.187444 0.346255 0.764405 2.674311 47.134440 NaN NaN
2025-07-20 0.182675 0.341091 0.767346 2.814138 66.528566 NaN NaN
2025-07-27 0.175394 0.329270 0.747881 2.810591 78.817524 NaN NaN
2025-08-03 0.166791 0.313628 0.714404 2.704760 80.118031 NaN NaN